Imputation of Missing Data with Class Imbalance using Conditional Generative Adversarial Networks.
Saqib Ejaz AwanMohammed BennamounFerdous SohelFrank M. SanfilippoGirish DwivediPublished in: CoRR (2020)
Keyphrases
- missing data
- class imbalance
- missing values
- class distribution
- active learning
- multiple imputation
- incomplete data
- data imputation
- cost sensitive
- concept drift
- high dimensionality
- neural network
- generative model
- data streams
- feature selection
- unsupervised learning
- statistical databases
- clustering algorithm
- perfect phylogeny